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               SIDS  UIDS   SIDN  UIDN   ESSD theta.of.max.D  max.D mean.ES.foc mean.ES.ref
Independence -0.054 0.066 -0.044 0.065 -0.254          0.284 -0.099       0.637       0.691
Obedience     0.048 0.048  0.043 0.044  0.211         -0.291  0.071       0.575       0.527
Curiosity     0.114 0.138  0.115 0.137  0.501         -1.259  0.333       0.746       0.632
Considerate  -0.043 0.059 -0.044 0.062 -0.265          1.089 -0.136       0.349       0.392
          Effect Size       Value
1                STDS  0.06513265
2                UTDS  0.31079584
3              UETSDS  0.22666002
4               ETSSD  0.16975860
5         Starks.DTFR  0.06929557
6               UDTFR  0.30759583
7              UETSDN  0.23674292
8 theta.of.max.test.D -1.25912040
9           Test.Dmax  0.47671175
group_1g
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               SIDS  UIDS   SIDN  UIDN   ESSD theta.of.max.D  max.D mean.ES.foc mean.ES.ref
Independence -0.358 0.358 -0.335 0.335 -2.020          0.294 -0.428       0.274       0.632
Obedience     0.284 0.284  0.287 0.288  1.550          1.580  0.588       0.864       0.580
Curiosity    -0.264 0.264 -0.239 0.240 -1.128         -0.812 -0.425       0.479       0.743
Considerate  -0.123 0.136 -0.106 0.131 -0.695         -0.261 -0.186       0.226       0.349
          Effect Size      Value
1                STDS -0.4616370
2                UTDS  1.0419471
3              UETSDS  0.5254434
4               ETSSD -1.0234808
5         Starks.DTFR -0.3924419
6               UDTFR  0.9938971
7              UETSDN  0.5123477
8 theta.of.max.test.D -0.8120577
9           Test.Dmax -0.8059052

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               SIDS  UIDS   SIDN  UIDN   ESSD theta.of.max.D  max.D mean.ES.foc mean.ES.ref
Independence  0.089 0.106  0.078 0.099  0.438          0.278  0.145       0.733       0.645
Obedience    -0.123 0.131 -0.111 0.119 -0.537          0.578 -0.210       0.472       0.594
Curiosity    -0.020 0.099 -0.012 0.090 -0.062         -0.981  0.172       0.658       0.678
Considerate   0.072 0.072  0.068 0.068  0.474          0.578  0.084       0.374       0.302
          Effect Size       Value
1                STDS  0.01798839
2                UTDS  0.40762863
3              UETSDS  0.09777557
4               ETSSD  0.03949922
5         Starks.DTFR  0.02299091
6               UDTFR  0.37582814
7              UETSDN  0.09423365
8 theta.of.max.test.D -0.72256225
9           Test.Dmax  0.23671154
group_2g
  2   3 
562 562 
Iteration: 1, Log-Lik: -3001.496, Max-Change: 0.93127Iteration: 2, Log-Lik: -2678.843, Max-Change: 0.52779Iteration: 3, Log-Lik: -2614.928, Max-Change: 0.41104Iteration: 4, Log-Lik: -2582.208, Max-Change: 0.29562Iteration: 5, Log-Lik: -2568.727, Max-Change: 0.19959Iteration: 6, Log-Lik: -2563.599, Max-Change: 0.13149Iteration: 7, Log-Lik: -2561.623, Max-Change: 0.08189Iteration: 8, Log-Lik: -2560.800, Max-Change: 0.06869Iteration: 9, Log-Lik: -2560.443, Max-Change: 0.05657Iteration: 10, Log-Lik: -2560.135, Max-Change: 0.03800Iteration: 11, Log-Lik: -2560.089, Max-Change: 0.03378Iteration: 12, Log-Lik: -2560.055, Max-Change: 0.03032Iteration: 13, Log-Lik: -2559.942, Max-Change: 0.01349Iteration: 14, Log-Lik: -2559.936, Max-Change: 0.01224Iteration: 15, Log-Lik: -2559.932, Max-Change: 0.01128Iteration: 16, Log-Lik: -2559.917, Max-Change: 0.00624Iteration: 17, Log-Lik: -2559.915, Max-Change: 0.00643Iteration: 18, Log-Lik: -2559.914, Max-Change: 0.00563Iteration: 19, Log-Lik: -2559.913, Max-Change: 0.00522Iteration: 20, Log-Lik: -2559.912, Max-Change: 0.00445Iteration: 21, Log-Lik: -2559.912, Max-Change: 0.00468Iteration: 22, Log-Lik: -2559.910, Max-Change: 0.00160Iteration: 23, Log-Lik: -2559.910, Max-Change: 0.00035Iteration: 24, Log-Lik: -2559.910, Max-Change: 0.00175Iteration: 25, Log-Lik: -2559.910, Max-Change: 0.00164Iteration: 26, Log-Lik: -2559.910, Max-Change: 0.00031Iteration: 27, Log-Lik: -2559.910, Max-Change: 0.00153Iteration: 28, Log-Lik: -2559.910, Max-Change: 0.00029Iteration: 29, Log-Lik: -2559.910, Max-Change: 0.00141Iteration: 30, Log-Lik: -2559.910, Max-Change: 0.00131Iteration: 31, Log-Lik: -2559.910, Max-Change: 0.00135Iteration: 32, Log-Lik: -2559.909, Max-Change: 0.00023Iteration: 33, Log-Lik: -2559.909, Max-Change: 0.00112Iteration: 34, Log-Lik: -2559.909, Max-Change: 0.00021Iteration: 35, Log-Lik: -2559.909, Max-Change: 0.00102Iteration: 36, Log-Lik: -2559.909, Max-Change: 0.00095Iteration: 37, Log-Lik: -2559.909, Max-Change: 0.00030Iteration: 38, Log-Lik: -2559.909, Max-Change: 0.00086Iteration: 39, Log-Lik: -2559.909, Max-Change: 0.00017Iteration: 40, Log-Lik: -2559.909, Max-Change: 0.00016Iteration: 41, Log-Lik: -2559.909, Max-Change: 0.00078Iteration: 42, Log-Lik: -2559.909, Max-Change: 0.00015Iteration: 43, Log-Lik: -2559.909, Max-Change: 0.00075Iteration: 44, Log-Lik: -2559.909, Max-Change: 0.00018Iteration: 45, Log-Lik: -2559.909, Max-Change: 0.00068Iteration: 46, Log-Lik: -2559.909, Max-Change: 0.00017Iteration: 47, Log-Lik: -2559.909, Max-Change: 0.00063Iteration: 48, Log-Lik: -2559.909, Max-Change: 0.00011Iteration: 49, Log-Lik: -2559.909, Max-Change: 0.00011Iteration: 50, Log-Lik: -2559.909, Max-Change: 0.00057Iteration: 51, Log-Lik: -2559.909, Max-Change: 0.00011Iteration: 52, Log-Lik: -2559.909, Max-Change: 0.00011Iteration: 53, Log-Lik: -2559.909, Max-Change: 0.00054Iteration: 54, Log-Lik: -2559.909, Max-Change: 0.00049Iteration: 55, Log-Lik: -2559.909, Max-Change: 0.00013Iteration: 56, Log-Lik: -2559.909, Max-Change: 0.00047Iteration: 57, Log-Lik: -2559.909, Max-Change: 0.00009
               SIDS  UIDS   SIDN  UIDN   ESSD theta.of.max.D  max.D mean.ES.foc mean.ES.ref
Independence -0.444 0.444 -0.411 0.411 -2.180          0.060 -0.558       0.286       0.730
Obedience     0.381 0.381  0.370 0.370  1.910          1.054  0.607       0.863       0.483
Curiosity    -0.108 0.108 -0.098 0.099 -0.346         -0.462 -0.211       0.538       0.646
Considerate  -0.147 0.147 -0.139 0.139 -0.962          0.471 -0.176       0.224       0.371
          Effect Size      Value
1                STDS -0.3176218
2                UTDS  1.0794178
3              UETSDS  0.3501464
4               ETSSD -0.6422644
5         Starks.DTFR -0.2778066
6               UDTFR  1.0182174
7              UETSDN  0.3350578
8 theta.of.max.test.D -0.4621251
9           Test.Dmax -0.5885789
group_3b
  1   3 
798 805 
Iteration: 1, Log-Lik: -7637.011, Max-Change: 0.81415Iteration: 2, Log-Lik: -7369.032, Max-Change: 0.27846Iteration: 3, Log-Lik: -7326.440, Max-Change: 0.17147Iteration: 4, Log-Lik: -7313.223, Max-Change: 0.09885Iteration: 5, Log-Lik: -7308.562, Max-Change: 0.05666Iteration: 6, Log-Lik: -7306.759, Max-Change: 0.03316Iteration: 7, Log-Lik: -7305.665, Max-Change: 0.01462Iteration: 8, Log-Lik: -7305.492, Max-Change: 0.00941Iteration: 9, Log-Lik: -7305.399, Max-Change: 0.00708Iteration: 10, Log-Lik: -7305.301, Max-Change: 0.00365Iteration: 11, Log-Lik: -7305.292, Max-Change: 0.00278Iteration: 12, Log-Lik: -7305.287, Max-Change: 0.00212Iteration: 13, Log-Lik: -7305.279, Max-Change: 0.00081Iteration: 14, Log-Lik: -7305.279, Max-Change: 0.00068Iteration: 15, Log-Lik: -7305.278, Max-Change: 0.00042Iteration: 16, Log-Lik: -7305.278, Max-Change: 0.00033Iteration: 17, Log-Lik: -7305.278, Max-Change: 0.00019Iteration: 18, Log-Lik: -7305.278, Max-Change: 0.00017Iteration: 19, Log-Lik: -7305.278, Max-Change: 0.00010

Call:
multipleGroup(data = irt_data_3b, model = 1, group = group_3b)

Full-information item factor analysis with 1 factor(s).
Converged within 1e-04 tolerance after 19 EM iterations.
mirt version: 1.41 
M-step optimizer: BFGS 
EM acceleration: Ramsay 
Number of rectangular quadrature: 61
Latent density type: Gaussian 

Log-likelihood = -7305.278
Estimated parameters: 32 
AIC = 14674.56
BIC = 14846.7; SABIC = 14745.05
G2 (478) = 777.21, p = 0
RMSEA = 0.02, CFI = NaN, TLI = NaN

----------
GROUP: Boy 
                F1    h2
Respect      0.536 0.287
Obedient     0.732 0.535
GoodMannered 0.664 0.441
WellBehaved  0.602 0.363
Polite       0.701 0.492
Orderly      0.740 0.547
Disciplined  0.679 0.461
Loyal        0.659 0.434

SS loadings:  3.56 
Proportion Var:  0.445 

Factor correlations: 

   F1
F1  1

----------
GROUP: Control 
                F1    h2
Respect      0.625 0.391
Obedient     0.732 0.535
GoodMannered 0.730 0.532
WellBehaved  0.596 0.355
Polite       0.677 0.459
Orderly      0.755 0.570
Disciplined  0.732 0.535
Loyal        0.575 0.331

SS loadings:  3.708 
Proportion Var:  0.464 

Factor correlations: 

   F1
F1  1
            M2 df p      RMSEA    RMSEA_5   RMSEA_95  SRMSR.Boy SRMSR.Control       TLI       CFI
stats 224.2193 40 0 0.05361747 0.04687906 0.06054509 0.05514791    0.05392828 0.9236735 0.9454811
               SIDS  UIDS   SIDN  UIDN   ESSD theta.of.max.D  max.D mean.ES.foc mean.ES.ref
Respect       0.244 0.244  0.234 0.234  1.153          0.337  0.310       0.610       0.366
Obedient      0.274 0.274  0.260 0.260  1.128          0.640  0.434       0.461       0.187
GoodMannered -0.003 0.027 -0.004 0.028 -0.011         -1.067 -0.050       0.573       0.576
WellBehaved   0.123 0.123  0.119 0.119  0.625          0.752  0.174       0.375       0.251
Polite        0.141 0.141  0.137 0.137  0.575         -0.680  0.227       0.735       0.594
Orderly      -0.027 0.027 -0.026 0.026 -0.110          0.464 -0.044       0.269       0.296
Disciplined   0.159 0.159  0.151 0.151  0.630          0.640  0.257       0.442       0.282
Loyal        -0.052 0.057 -0.050 0.054 -0.225          0.879 -0.104       0.413       0.465
          Effect Size     Value
1                STDS 0.8592377
2                UTDS 1.0538688
3              UETSDS 0.8592377
4               ETSSD 0.4627106
5         Starks.DTFR 0.8211085
6               UDTFR 1.0085220
7              UETSDN 0.8211085
8 theta.of.max.test.D 0.4824288
9           Test.Dmax 1.1491830
group_3g
  1   2 
798 805 
Iteration: 1, Log-Lik: -7691.323, Max-Change: 0.43380Iteration: 2, Log-Lik: -7521.421, Max-Change: 0.27758Iteration: 3, Log-Lik: -7485.697, Max-Change: 0.17823Iteration: 4, Log-Lik: -7475.050, Max-Change: 0.11222Iteration: 5, Log-Lik: -7471.562, Max-Change: 0.07492Iteration: 6, Log-Lik: -7470.332, Max-Change: 0.04304Iteration: 7, Log-Lik: -7469.794, Max-Change: 0.02034Iteration: 8, Log-Lik: -7469.702, Max-Change: 0.01299Iteration: 9, Log-Lik: -7469.665, Max-Change: 0.00782Iteration: 10, Log-Lik: -7469.643, Max-Change: 0.00284Iteration: 11, Log-Lik: -7469.640, Max-Change: 0.00181Iteration: 12, Log-Lik: -7469.638, Max-Change: 0.00122Iteration: 13, Log-Lik: -7469.636, Max-Change: 0.00065Iteration: 14, Log-Lik: -7469.636, Max-Change: 0.00035Iteration: 15, Log-Lik: -7469.636, Max-Change: 0.00032Iteration: 16, Log-Lik: -7469.636, Max-Change: 0.00022Iteration: 17, Log-Lik: -7469.636, Max-Change: 0.00019Iteration: 18, Log-Lik: -7469.636, Max-Change: 0.00015Iteration: 19, Log-Lik: -7469.636, Max-Change: 0.00008

Call:
multipleGroup(data = irt_data_3g, model = 1, group = group_3g)

Full-information item factor analysis with 1 factor(s).
Converged within 1e-04 tolerance after 19 EM iterations.
mirt version: 1.41 
M-step optimizer: BFGS 
EM acceleration: Ramsay 
Number of rectangular quadrature: 61
Latent density type: Gaussian 

Log-likelihood = -7469.636
Estimated parameters: 32 
AIC = 15003.27
BIC = 15175.42; SABIC = 15073.76
G2 (478) = 730.57, p = 0
RMSEA = 0.018, CFI = NaN, TLI = NaN

----------
GROUP: Control 
                F1    h2
Respect      0.625 0.391
Obedient     0.732 0.535
GoodMannered 0.730 0.532
WellBehaved  0.596 0.355
Polite       0.677 0.459
Orderly      0.755 0.570
Disciplined  0.732 0.535
Loyal        0.575 0.331

SS loadings:  3.708 
Proportion Var:  0.464 

Factor correlations: 

   F1
F1  1

----------
GROUP: Girl 
                F1    h2
Respect      0.399 0.159
Obedient     0.673 0.453
GoodMannered 0.684 0.468
WellBehaved  0.625 0.390
Polite       0.582 0.339
Orderly      0.768 0.590
Disciplined  0.718 0.516
Loyal        0.582 0.339

SS loadings:  3.253 
Proportion Var:  0.407 

Factor correlations: 

   F1
F1  1
            M2 df p      RMSEA    RMSEA_5   RMSEA_95 SRMSR.Control SRMSR.Girl       TLI       CFI
stats 213.7886 40 0 0.05207741 0.04532071 0.05902651    0.05392224 0.05365486 0.9247709 0.9462649
               SIDS  UIDS   SIDN  UIDN   ESSD theta.of.max.D  max.D mean.ES.foc mean.ES.ref
Respect       0.031 0.080  0.033 0.084  0.163         -1.640  0.198       0.641       0.610
Obedient     -0.103 0.103 -0.098 0.098 -0.394          0.595 -0.170       0.355       0.459
GoodMannered  0.128 0.128  0.122 0.122  0.500         -0.624  0.209       0.699       0.571
WellBehaved  -0.019 0.019 -0.018 0.019 -0.086         -0.285 -0.028       0.355       0.373
Polite        0.031 0.040  0.032 0.042  0.161         -1.640  0.133       0.768       0.737
Orderly       0.088 0.088  0.084 0.084  0.331          0.692  0.160       0.355       0.267
Disciplined   0.050 0.050  0.047 0.047  0.180         -0.026  0.074       0.489       0.439
Loyal         0.104 0.104  0.100 0.100  0.486          0.208  0.130       0.516       0.411
          Effect Size      Value
1                STDS  0.3099954
2                UTDS  0.6136435
3              UETSDS  0.3106622
4               ETSSD  0.1688614
5         Starks.DTFR  0.3021560
6               UDTFR  0.5953083
7              UETSDN  0.3052906
8 theta.of.max.test.D -1.0634974
9           Test.Dmax  0.5458587
